Questions
Age effect - General Questions
Warning message in is.na(x[[i]]): “is.na() applied to non-(list or vector) of type 'environment'”Warning message in rsqlite_fetch(res@ptr, n = n): “Don't need to call dbFetch() for statements, only for queries”
========================================================================== * * Package WGCNA 1.63 loaded. * * Important note: It appears that your system supports multi-threading, * but it is not enabled within WGCNA in R. * To allow multi-threading within WGCNA with all available cores, use * * allowWGCNAThreads() * * within R. Use disableWGCNAThreads() to disable threading if necessary. * Alternatively, set the following environment variable on your system: * * ALLOW_WGCNA_THREADS=<number_of_processors> * * for example * * ALLOW_WGCNA_THREADS=4 * * To set the environment variable in linux bash shell, type * * export ALLOW_WGCNA_THREADS=4 * * before running R. Other operating systems or shells will * have a similar command to achieve the same aim. * ========================================================================== Allowing multi-threading with up to 4 threads. [1] "preparing gene to GO mapping data..." [1] "preparing IC data..." [1] "preparing gene to GO mapping data..." [1] "preparing IC data..." [1] "preparing gene to GO mapping data..." [1] "preparing IC data..."
| Wald padj < 0.05 | LFC > 0 (Wald padj < 0.05) | LFC < 0 (Wald padj < 0.05) | |
|---|---|---|---|
| 52w VS 8w (F) | 2278 | 1265 | 1013 |
| 52w VS 8w (M) | 427 | 261 | 166 |
| 104w VS 52w (F) | 290 | 169 | 121 |
| 104w VS 52w (M) | 3872 | 1974 | 1898 |
| 104w VS 8w (F) | 1841 | 1074 | 767 |
| 104w VS 8w (M) | 3706 | 1925 | 1781 |
52w VS 8w (F) 52w VS 8w (M) 104w VS 52w (F) 104w VS 52w (M) 104w VS 8w (F)
0.4021071 0.6557377 0.6620690 0.4093492 0.5192830
104w VS 8w (M)
0.4932542
Warning message in pcls(G): “initial point very close to some inequality constraints”Warning message in pcls(G): “initial point very close to some inequality constraints”Warning message in pcls(G): “initial point very close to some inequality constraints”Warning message in pcls(G): “initial point very close to some inequality constraints”Warning message in pcls(G): “initial point very close to some inequality constraints”Warning message in pcls(G): “initial point very close to some inequality constraints”Warning message in stack.default(getgo(rownames(l$deg), "mm10", "geneSymbol")): “non-vector elements will be ignored”Warning message in stack.default(getgo(rownames(as.data.frame(l$deg)), "mm10", "geneSymbol", : “non-vector elements will be ignored”
52w != 8w or 104w != 8w or 104w != 52w for F with abs(FC) > 2
52w != 8w or 104w != 8w or 104w != 52w for M with abs(FC) > 2
Genes with 52w != 8w or 104w != 8w or 104w != 52w for M or F and at least one FC > 2
Differentially expressed genes
Some explanation (specially for the gender difference in microglia aging)

Differentially more expressed genes
Differentially less expressed genes
| Comp | Male | Female |
|---|---|---|
| 52w vs 8w | ||
| 104w vs 52w | ||
| 104w vs 8w |
Dot-plot with the most over-represented BP GO (20 most significant p-values for the different comparison)
Using term, id as id variables Using term, id as id variables
Network based on description similarity
| Comp | Male | Female |
|---|---|---|
| 52w vs 8w | ||
| 104w vs 52w | ||
| 104w vs 8w |
52w VS 8w (F)
52w VS 8w (M)
104w VS 52w (F)
104w VS 52w (M)
Dot-plot with the most over-represented CC GO (20 most significant p-values for the different comparison)
Using term, id as id variables Using term, id as id variables
| Comp | Female | Male |
|---|---|---|
| 52w vs 8w | ||
| 104w vs 52w | ||
| 104w vs 8w |
Dot-plot with the most over-represented MF GO (20 most significant p-values for the different comparison)
Using term, id as id variables Using term, id as id variables
| Comp | Female | Male |
|---|---|---|
| 52w vs 8w | ||
| 104w vs 52w | ||
| 104w vs 8w |
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Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. 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Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”
[1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped."
Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. 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Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. 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Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”
[1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped."
[1] "Note: 10 of 6572 unique input IDs unmapped." [1] "Note: 10 of 6572 unique input IDs unmapped."
Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. 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Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”Warning message in structure(x$children, class = "XMLNodeList"): “Calling 'structure(NULL, *)' is deprecated, as NULL cannot have attributes. Consider 'structure(list(), *)' instead.”
Question: Is there differences in aging between gender? Is there really a delay for some genes in male?
| 52w vs 8w for F | 52w vs 8w for M | 104w vs 52w for F | 104w vs 52w for M | Gene number | |
|---|---|---|---|---|---|
| Set 1 | != | == | == | != | 729 |
| Set 2 | == | != | != | == | 9 |
| Gene number | |
|---|---|
| Set 1 | 363 |
| Set 2 | 16 |
Genes (set 1):

[1] 50
Pearson's product-moment correlation
data: mat[, 1] and mat[, 2]
t = 8.7003, df = 48, p-value = 1.966e-11
alternative hypothesis: true correlation is not equal to 0
95 percent confidence interval:
0.6441926 0.8709710
sample estimates:
cor
0.7822715
[1] 57
Pearson's product-moment correlation
data: mat[, 1] and mat[, 2]
t = -5.7366, df = 55, p-value = 4.269e-07
alternative hypothesis: true correlation is not equal to 0
95 percent confidence interval:
-0.7524478 -0.4178952
sample estimates:
cor
-0.6118397
[1] 93
Pearson's product-moment correlation
data: mat[, 1] and mat[, 2]
t = -41.402, df = 91, p-value < 2.2e-16
alternative hypothesis: true correlation is not equal to 0
95 percent confidence interval:
-0.9830365 -0.9616553
sample estimates:
cor
-0.974468
[1] 85
Pearson's product-moment correlation
data: mat[, 1] and mat[, 2]
t = 16.287, df = 83, p-value < 2.2e-16
alternative hypothesis: true correlation is not equal to 0
95 percent confidence interval:
0.8103367 0.9155649
sample estimates:
cor
0.8727371

| Comp | 52w VS 8w (F) < 0 | 52w VS 8w (F) > 0 |
|---|---|---|
| 104w VS 52w (M) > 0 | ||
| 104w VS 52w (M) < 0 |
Genes (set 2):